Dataset Report

Dataset statistics

Number of variables	29
Number of observations	1040
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	235.8 KiB
Average record size in memory	232.1 B

Variable types

NUM	28
BOOL	1

Warnings

`3` is highly correlated with `1` and 2 other fields	High correlation
`1` is highly correlated with `3` and 2 other fields	High correlation
`4` is highly correlated with `1` and 2 other fields	High correlation
`5` is highly correlated with `1` and 2 other fields	High correlation
`7` is highly correlated with `6`	High correlation
`6` is highly correlated with `7`	High correlation
`11` is highly correlated with `8`	High correlation
`8` is highly correlated with `11`	High correlation
`13` is highly correlated with `12`	High correlation
`12` is highly correlated with `13` and 1 other fields	High correlation
`14` is highly correlated with `12`	High correlation
`16` is highly correlated with `15` and 1 other fields	High correlation
`15` is highly correlated with `16`	High correlation
`21` is highly correlated with `20`	High correlation
`20` is highly correlated with `21`	High correlation
`22` is highly correlated with `16`	High correlation
`22` has unique values	Unique
`24` has 119 (11.4%) zeros	Zeros
`25` has 446 (42.9%) zeros	Zeros
`26` has 446 (42.9%) zeros	Zeros

Reproduction

Analysis started	2020-10-09 06:52:35.219151
Analysis finished	2020-10-09 06:54:17.336515
Duration	1 minute and 42.12 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

0
Real number (ℝ_≥0)

Distinct	40
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20.5
Minimum	1
Maximum	40
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2.95
Q1	10.75
median	20.5
Q3	30.25
95-th percentile	38.05
Maximum	40
Range	39
Interquartile range (IQR)	19.5

Descriptive statistics

Standard deviation	11.5489501
Coefficient of variation (CV)	0.5633634193
Kurtosis	-1.20150595
Mean	20.5
Median Absolute Deviation (MAD)	10
Skewness	0
Sum	21320
Variance	133.3782483
Monotocity	Increasing

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
40	26	2.5%
39	26	2.5%
18	26	2.5%
17	26	2.5%
16	26	2.5%
15	26	2.5%
14	26	2.5%
13	26	2.5%
12	26	2.5%
11	26	2.5%
10	26	2.5%
9	26	2.5%
8	26	2.5%
7	26	2.5%
6	26	2.5%
5	26	2.5%
4	26	2.5%
3	26	2.5%
2	26	2.5%
19	26	2.5%
20	26	2.5%
21	26	2.5%
31	26	2.5%
38	26	2.5%
37	26	2.5%
Other values (15)	390	37.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	26	2.5%
2	26	2.5%
3	26	2.5%
4	26	2.5%
5	26	2.5%
6	26	2.5%
7	26	2.5%
8	26	2.5%
9	26	2.5%
10	26	2.5%

Value	Count	Frequency (%)
40	26	2.5%
39	26	2.5%
38	26	2.5%
37	26	2.5%
36	26	2.5%
35	26	2.5%
34	26	2.5%
33	26	2.5%
32	26	2.5%
31	26	2.5%

1
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	944
Distinct (%)	90.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.679522692
Minimum	0.19
Maximum	14.376
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.19
5-th percentile	0.5453
Q1	1.5075
median	2.396
Q3	3.4115
95-th percentile	5.70265
Maximum	14.376
Range	14.186
Interquartile range (IQR)	1.904

Descriptive statistics

Standard deviation	1.765052535
Coefficient of variation (CV)	0.65871901
Kurtosis	7.864554888
Mean	2.679522692
Median Absolute Deviation (MAD)	0.9375
Skewness	2.090835566
Sum	2786.7036
Variance	3.115410452
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.707	3	0.3%
1.344	3	0.3%
2.916	3	0.3%
2.489	3	0.3%
3.017	3	0.3%
3.56	3	0.3%
2.876	2	0.2%
2.783	2	0.2%
3.416	2	0.2%
1.069	2	0.2%
3.405	2	0.2%
1.921	2	0.2%
2.461	2	0.2%
2.945	2	0.2%
3.09	2	0.2%
1.728	2	0.2%
2.931	2	0.2%
1.035	2	0.2%
1.783	2	0.2%
3.65	2	0.2%
1.255	2	0.2%
1.909	2	0.2%
2.555	2	0.2%
2.425	2	0.2%
1.01	2	0.2%
Other values (919)	984	94.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.19	1	0.1%
0.195	1	0.1%
0.208	1	0.1%
0.209	1	0.1%
0.253	1	0.1%
0.258	1	0.1%
0.265	1	0.1%
0.281	1	0.1%
0.287	1	0.1%
0.289	1	0.1%

Value	Count	Frequency (%)
14.376	1	0.1%
13.503	1	0.1%
13.338	1	0.1%
12.278	1	0.1%
12.172	1	0.1%
11.792	1	0.1%
10.439	1	0.1%
10.28	1	0.1%
10.075	1	0.1%
9.861	1	0.1%

2
Real number (ℝ_≥0)

Distinct	1037
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.000170397976
Minimum	6.495e-06
Maximum	0.000776606
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	6.495e-06
5-th percentile	3.250365e-05
Q1	9.4926e-05
median	0.000151373
Q3	0.000229327
95-th percentile	0.000352726
Maximum	0.000776606
Range	0.000770111
Interquartile range (IQR)	0.000134401

Descriptive statistics

Standard deviation	0.0001064542307
Coefficient of variation (CV)	0.6247388217
Kurtosis	2.676384344
Mean	0.000170397976
Median Absolute Deviation (MAD)	6.5412e-05
Skewness	1.219954081
Sum	0.177213895
Variance	1.133250324e-08
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.000161811	2	0.2%
0.000153056	2	0.2%
0.000230644	2	0.2%
0.000198639	1	0.1%
0.00018115	1	0.1%
6.1882e-05	1	0.1%
0.000159255	1	0.1%
0.000109089	1	0.1%
0.000267561	1	0.1%
0.0002326	1	0.1%
0.000131702	1	0.1%
7.2907e-05	1	0.1%
9.156e-05	1	0.1%
0.000285061	1	0.1%
0.000195494	1	0.1%
0.000127262	1	0.1%
0.000341099	1	0.1%
0.000266956	1	0.1%
0.000255601	1	0.1%
0.000194101	1	0.1%
2.0331e-05	1	0.1%
0.000176077	1	0.1%
7.1478e-05	1	0.1%
0.000120402	1	0.1%
0.000266896	1	0.1%
Other values (1012)	1012	97.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.495e-06	1	0.1%
7.735e-06	1	0.1%
9.235e-06	1	0.1%
9.967e-06	1	0.1%
1.0797e-05	1	0.1%
1.1132e-05	1	0.1%
1.2204e-05	1	0.1%
1.2654e-05	1	0.1%
1.3465e-05	1	0.1%
1.3491e-05	1	0.1%

Value	Count	Frequency (%)
0.000776606	1	0.1%
0.000712761	1	0.1%
0.00068911	1	0.1%
0.000614477	1	0.1%
0.000595366	1	0.1%
0.000577796	1	0.1%
0.000559833	1	0.1%
0.000543045	1	0.1%
0.000520464	1	0.1%
0.000511994	1	0.1%

3
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	839
Distinct (%)	80.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.247052846
Minimum	0.062
Maximum	8.016
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.062
5-th percentile	0.229
Q1	0.617
median	1.0355
Q3	1.6025
95-th percentile	2.83275
Maximum	8.016
Range	7.954
Interquartile range (IQR)	0.9855

Descriptive statistics

Standard deviation	0.979462029
Coefficient of variation (CV)	0.7854214294
Kurtosis	11.03767735
Mean	1.247052846
Median Absolute Deviation (MAD)	0.471
Skewness	2.608827909
Sum	1296.93496
Variance	0.9593458663
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.651	5	0.5%
0.636	4	0.4%
1.044	4	0.4%
0.807	4	0.4%
1.22	4	0.4%
1.587	3	0.3%
1.117	3	0.3%
1.786	3	0.3%
0.617	3	0.3%
0.937	3	0.3%
1.804	3	0.3%
0.358	3	0.3%
0.437	3	0.3%
0.955	3	0.3%
1.788	3	0.3%
1.648	3	0.3%
1.623	3	0.3%
0.739	3	0.3%
1.004	3	0.3%
0.275	3	0.3%
0.845	3	0.3%
0.802	3	0.3%
1.281	3	0.3%
0.528	3	0.3%
0.951	3	0.3%
Other values (814)	959	92.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.062	1	0.1%
0.073	1	0.1%
0.084	1	0.1%
0.088	1	0.1%
0.092	1	0.1%
0.098	2	0.2%
0.107	1	0.1%
0.118	1	0.1%
0.121	1	0.1%
0.123	2	0.2%

Value	Count	Frequency (%)
8.016	1	0.1%
7.729	1	0.1%
7.643	1	0.1%
7.508	1	0.1%
7.123	1	0.1%
6.125	1	0.1%
5.753	1	0.1%
5.651	1	0.1%
5.579	1	0.1%
5.516	1	0.1%

4
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	874
Distinct (%)	84.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.348327115
Minimum	0.081
Maximum	13.542
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.081
5-th percentile	0.25875
Q1	0.66575
median	1.1265
Q3	1.69475
95-th percentile	3.02
Maximum	13.542
Range	13.461
Interquartile range (IQR)	1.029

Descriptive statistics

Standard deviation	1.138741963
Coefficient of variation (CV)	0.8445591205
Kurtosis	23.43149416
Mean	1.348327115
Median Absolute Deviation (MAD)	0.4965
Skewness	3.642124142
Sum	1402.2602
Variance	1.296733258
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.265	4	0.4%
0.999	4	0.4%
0.697	3	0.3%
1.707	3	0.3%
1.296	3	0.3%
0.339	3	0.3%
1.096	3	0.3%
0.788	3	0.3%
1.808	3	0.3%
0.835	3	0.3%
1.234	3	0.3%
1.694	3	0.3%
0.915	3	0.3%
1.367	3	0.3%
1.214	3	0.3%
0.442	3	0.3%
0.815	3	0.3%
0.843	3	0.3%
0.962	3	0.3%
0.88	3	0.3%
1.371	3	0.3%
1.131	3	0.3%
1.136	2	0.2%
1.623	2	0.2%
0.385	2	0.2%
Other values (849)	966	92.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.081	1	0.1%
0.091	1	0.1%
0.097	1	0.1%
0.105	1	0.1%
0.112	1	0.1%
0.116	1	0.1%
0.129	1	0.1%
0.133	1	0.1%
0.135	1	0.1%
0.139	1	0.1%

Value	Count	Frequency (%)
13.542	1	0.1%
10.197	1	0.1%
9.272	1	0.1%
8.203	1	0.1%
8.103	1	0.1%
7.308	1	0.1%
7.205	1	0.1%
6.989	1	0.1%
6.814	1	0.1%
6.223	1	0.1%

5
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	961
Distinct (%)	92.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.741161385
Minimum	0.185
Maximum	24.048
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.185
5-th percentile	0.6879
Q1	1.85175
median	3.107
Q3	4.8085
95-th percentile	8.4992
Maximum	24.048
Range	23.863
Interquartile range (IQR)	2.95675

Descriptive statistics

Standard deviation	2.938442884
Coefficient of variation (CV)	0.7854360136
Kurtosis	11.03781878
Mean	3.741161385
Median Absolute Deviation (MAD)	1.413
Skewness	2.608800736
Sum	3890.80784
Variance	8.634446584
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.422	3	0.3%
1.224	2	0.2%
1.059	2	0.2%
3.142	2	0.2%
4.991	2	0.2%
2.726	2	0.2%
4.266	2	0.2%
4.169	2	0.2%
4.869	2	0.2%
2.773	2	0.2%
1.539	2	0.2%
4.952	2	0.2%
2.993	2	0.2%
1.475	2	0.2%
2.569	2	0.2%
5.359	2	0.2%
6.672	2	0.2%
3.084	2	0.2%
2.196	2	0.2%
2.433	2	0.2%
2.735	2	0.2%
3.659	2	0.2%
6.291	2	0.2%
2.216	2	0.2%
2.226	2	0.2%
Other values (936)	989	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.185	1	0.1%
0.219	1	0.1%
0.252	1	0.1%
0.265	1	0.1%
0.276	1	0.1%
0.293	1	0.1%
0.295	1	0.1%
0.322	1	0.1%
0.353	1	0.1%
0.362	1	0.1%

Value	Count	Frequency (%)
24.048	1	0.1%
23.188	1	0.1%
22.929	1	0.1%
22.525	1	0.1%
21.37	1	0.1%
18.375	1	0.1%
17.259	1	0.1%
16.953	1	0.1%
16.738	1	0.1%
16.547	1	0.1%

6
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1007
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.91839062
Minimum	1.185
Maximum	41.137
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	1.185
5-th percentile	5.26175
Q1	9.3535
median	12.3485
Q3	15.49325
95-th percentile	23.35765
Maximum	41.137
Range	39.952
Interquartile range (IQR)	6.13975

Descriptive statistics

Standard deviation	5.452203989
Coefficient of variation (CV)	0.4220497855
Kurtosis	1.996498944
Mean	12.91839062
Median Absolute Deviation (MAD)	3.069
Skewness	0.9798897547
Sum	13435.12624
Variance	29.72652833
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.77	2	0.2%
9.918	2	0.2%
12.08	2	0.2%
2.171	2	0.2%
11.901	2	0.2%
12.833	2	0.2%
14.438	2	0.2%
16.135	2	0.2%
6.756	2	0.2%
8.516	2	0.2%
2.981	2	0.2%
7.283	2	0.2%
9.325	2	0.2%
11.274	2	0.2%
13.198	2	0.2%
13.811	2	0.2%
8.741	2	0.2%
16.509	2	0.2%
12.403	2	0.2%
10.003	2	0.2%
7.692	2	0.2%
10.9	2	0.2%
7.947	2	0.2%
16.13	2	0.2%
12.539	2	0.2%
Other values (982)	990	95.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.185	1	0.1%
1.555	1	0.1%
2.171	2	0.2%
2.343	1	0.1%
2.468	1	0.1%
2.472	1	0.1%
2.512	1	0.1%
2.603	1	0.1%
2.72	1	0.1%
2.793	1	0.1%

Value	Count	Frequency (%)
41.137	1	0.1%
39.874	1	0.1%
33.884	1	0.1%
32.775	1	0.1%
32.644	1	0.1%
31.488	1	0.1%
31.29	1	0.1%
31.165	1	0.1%
30.401	1	0.1%
30.271	1	0.1%

7
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	723
Distinct (%)	69.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.194895231
Minimum	0.103
Maximum	2.721
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.103
5-th percentile	0.52075
Q1	0.941
median	1.1815
Q3	1.411
95-th percentile	1.94105
Maximum	2.721
Range	2.618
Interquartile range (IQR)	0.47

Descriptive statistics

Standard deviation	0.4200707964
Coefficient of variation (CV)	0.3515545009
Kurtosis	0.718277351
Mean	1.194895231
Median Absolute Deviation (MAD)	0.234
Skewness	0.378364671
Sum	1242.69104
Variance	0.176459474
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.374	5	0.5%
0.988	5	0.5%
1.361	5	0.5%
1.363	5	0.5%
1.36	5	0.5%
1.13	4	0.4%
1.296	4	0.4%
1.245	4	0.4%
1.111	4	0.4%
1.425	4	0.4%
1.059	4	0.4%
1.52	4	0.4%
1.387	4	0.4%
1.543	4	0.4%
1.16	4	0.4%
0.991	4	0.4%
1.345	4	0.4%
1.125	4	0.4%
0.955	3	0.3%
0.934	3	0.3%
0.887	3	0.3%
1.333	3	0.3%
1.439	3	0.3%
1.256	3	0.3%
1.087	3	0.3%
Other values (698)	942	90.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.103	1	0.1%
0.142	1	0.1%
0.222	1	0.1%
0.223	1	0.1%
0.229	1	0.1%
0.235	1	0.1%
0.236	1	0.1%
0.239	1	0.1%
0.248	1	0.1%
0.257	1	0.1%

Value	Count	Frequency (%)
2.721	1	0.1%
2.689	1	0.1%
2.61	1	0.1%
2.567	1	0.1%
2.563	1	0.1%
2.527	1	0.1%
2.5	1	0.1%
2.465	1	0.1%
2.453	1	0.1%
2.448	1	0.1%

8
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	980
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.699600269
Minimum	0.496
Maximum	25.82
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.496
5-th percentile	2.05775
Q1	3.703
median	5.1345
Q3	6.942
95-th percentile	11.57075
Maximum	25.82
Range	25.324
Interquartile range (IQR)	3.239

Descriptive statistics

Standard deviation	3.01518259
Coefficient of variation (CV)	0.5290165007
Kurtosis	5.243773071
Mean	5.699600269
Median Absolute Deviation (MAD)	1.5695
Skewness	1.694043045
Sum	5927.58428
Variance	9.091326049
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.169	3	0.3%
3.559	3	0.3%
5.041	3	0.3%
6.25	2	0.2%
4.762	2	0.2%
3.102	2	0.2%
5.051	2	0.2%
3.741	2	0.2%
3.379	2	0.2%
5.131	2	0.2%
5.239	2	0.2%
3.906	2	0.2%
4.557	2	0.2%
4.556	2	0.2%
6.175	2	0.2%
4.621	2	0.2%
4.039	2	0.2%
4.553	2	0.2%
4.987	2	0.2%
4.548	2	0.2%
3.588	2	0.2%
3.031	2	0.2%
4.636	2	0.2%
3.411	2	0.2%
4.266	2	0.2%
Other values (955)	987	94.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.496	1	0.1%
0.565	1	0.1%
0.762	1	0.1%
0.915	1	0.1%
1.079	1	0.1%
1.089	1	0.1%
1.164	1	0.1%
1.183	1	0.1%
1.188	1	0.1%
1.204	1	0.1%

Value	Count	Frequency (%)
25.82	1	0.1%
24.317	1	0.1%
21.312	1	0.1%
18.772	1	0.1%
18.507	1	0.1%
18.08	1	0.1%
17.839	1	0.1%
16.875	1	0.1%
16.641	1	0.1%
16.546	1	0.1%

9
Real number (ℝ_≥0)

Distinct	980
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.98355191
Minimum	0.708
Maximum	72.86
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.708
5-th percentile	2.702
Q1	5.16025
median	7.0505
Q3	9.55893
95-th percentile	16.38095
Maximum	72.86
Range	72.152
Interquartile range (IQR)	4.39868

Descriptive statistics

Standard deviation	4.84089195
Coefficient of variation (CV)	0.606358173
Kurtosis	35.81342151
Mean	7.98355191
Median Absolute Deviation (MAD)	2.1225
Skewness	3.842355448
Sum	8302.893986
Variance	23.43423487
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.51370588	9	0.9%
13.68252632	7	0.7%
13.562	5	0.5%
19.65772727	4	0.4%
5.242	2	0.2%
6.183	2	0.2%
5.733	2	0.2%
5.74	2	0.2%
6.414	2	0.2%
5.696	2	0.2%
9.68	2	0.2%
11.777	2	0.2%
13.725	2	0.2%
8.74	2	0.2%
7.387	2	0.2%
5.373	2	0.2%
5.516	2	0.2%
5.676	2	0.2%
4.723	2	0.2%
6.623	2	0.2%
8.799	2	0.2%
9.224	2	0.2%
5.616	2	0.2%
6.203	2	0.2%
7.882	2	0.2%
Other values (955)	973	93.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.708	1	0.1%
0.927	1	0.1%
1.025	1	0.1%
1.111	1	0.1%
1.281	1	0.1%
1.323	1	0.1%
1.393	1	0.1%
1.492	1	0.1%
1.508	1	0.1%
1.52	1	0.1%

Value	Count	Frequency (%)
72.86	1	0.1%
40.342	1	0.1%
40.251	1	0.1%
31.75	1	0.1%
30.712	1	0.1%
29.087	1	0.1%
27.532	1	0.1%
24.902	1	0.1%
24.141	1	0.1%
24.101	1	0.1%

10
Real number (ℝ_≥0)

Distinct	944
Distinct (%)	90.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.21534547
Minimum	0.517
Maximum	44.764
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.517
5-th percentile	3.8774
Q1	8.0795
median	11.41865909
Q3	15.306125
95-th percentile	21.9746
Maximum	44.764
Range	44.247
Interquartile range (IQR)	7.226625

Descriptive statistics

Standard deviation	6.016260924
Coefficient of variation (CV)	0.4925166414
Kurtosis	2.960480133
Mean	12.21534547
Median Absolute Deviation (MAD)	3.50615909
Skewness	1.173831409
Sum	12703.95929
Variance	36.1953955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.39188889	17	1.6%
21.68090909	15	1.4%
13.57408333	14	1.3%
13.57464286	12	1.2%
18.90921053	7	0.7%
11.64452381	5	0.5%
11.39231818	4	0.4%
13.26613636	4	0.4%
15.491	4	0.4%
9.741	3	0.3%
11.72247826	3	0.3%
9.466	2	0.2%
11.097	2	0.2%
15.306125	2	0.2%
11.29779167	2	0.2%
13.794	2	0.2%
8.843	2	0.2%
13.413	2	0.2%
16.528	2	0.2%
9.948	2	0.2%
12.472	2	0.2%
10.018	2	0.2%
9.461	2	0.2%
10.601	2	0.2%
9.939	2	0.2%
Other values (919)	924	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.517	1	0.1%
0.827	1	0.1%
0.982	1	0.1%
1.252	1	0.1%
1.282	1	0.1%
1.51	1	0.1%
1.673	1	0.1%
1.801	1	0.1%
1.85	1	0.1%
1.89	1	0.1%

Value	Count	Frequency (%)
44.764	1	0.1%
42.003	1	0.1%
41.28	1	0.1%
39.845	1	0.1%
38.283	1	0.1%
36.224	1	0.1%
35.428	1	0.1%
35.367	1	0.1%
33.551	1	0.1%
33.46	1	0.1%

11
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1018
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	17.09883896
Minimum	1.488
Maximum	77.459
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	1.488
5-th percentile	6.1742
Q1	11.1095
median	15.403
Q3	20.826
95-th percentile	34.7113
Maximum	77.459
Range	75.971
Interquartile range (IQR)	9.7165

Descriptive statistics

Standard deviation	9.045537155
Coefficient of variation (CV)	0.5290146995
Kurtosis	5.243478106
Mean	17.09883896
Median Absolute Deviation (MAD)	4.7095
Skewness	1.693998969
Sum	17782.79252
Variance	81.82174242
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.287	2	0.2%
10.233	2	0.2%
13.644	2	0.2%
14.732	2	0.2%
17.26	2	0.2%
12.116	2	0.2%
10.138	2	0.2%
11.188	2	0.2%
14.058	2	0.2%
18.525	2	0.2%
6.789	2	0.2%
15.814	2	0.2%
11.503	2	0.2%
15.123	2	0.2%
10.544	2	0.2%
18.749	2	0.2%
13.885	2	0.2%
12.506	2	0.2%
10.677	2	0.2%
15.718	2	0.2%
11.224	2	0.2%
16.047	2	0.2%
21.72	1	0.1%
32.94	1	0.1%
18.971	1	0.1%
Other values (993)	993	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.488	1	0.1%
1.696	1	0.1%
2.285	1	0.1%
2.746	1	0.1%
3.236	1	0.1%
3.268	1	0.1%
3.491	1	0.1%
3.548	1	0.1%
3.564	1	0.1%
3.611	1	0.1%

Value	Count	Frequency (%)
77.459	1	0.1%
72.95	1	0.1%
63.935	1	0.1%
56.315	1	0.1%
55.522	1	0.1%
54.24	1	0.1%
53.518	1	0.1%
50.626	1	0.1%
49.922	1	0.1%
49.637	1	0.1%

12
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1039
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.84601339
Minimum	0.539566
Maximum	0.997904
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.539566
5-th percentile	0.67737785
Q1	0.80302625
median	0.8568995
Q3	0.904218
95-th percentile	0.97096895
Maximum	0.997904
Range	0.458338
Interquartile range (IQR)	0.10119175

Descriptive statistics

Standard deviation	0.08570899561
Coefficient of variation (CV)	0.101309266
Kurtosis	0.9350443323
Mean	0.84601339
Median Absolute Deviation (MAD)	0.050247
Skewness	-0.8571643865
Sum	879.8539256
Variance	0.007346031928
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.859304	2	0.2%
0.816417	1	0.1%
0.828484	1	0.1%
0.581173	1	0.1%
0.972431	1	0.1%
0.856892	1	0.1%
0.701304	1	0.1%
0.854202	1	0.1%
0.832594	1	0.1%
0.724914	1	0.1%
0.864962	1	0.1%
0.984253	1	0.1%
0.755976	1	0.1%
0.852065	1	0.1%
0.773855	1	0.1%
0.889604	1	0.1%
0.816023	1	0.1%
0.861964	1	0.1%
0.909017	1	0.1%
0.955327	1	0.1%
0.780571	1	0.1%
0.886265	1	0.1%
0.824414	1	0.1%
0.843202	1	0.1%
0.972744	1	0.1%
Other values (1014)	1014	97.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.539566	1	0.1%
0.543894	1	0.1%
0.544298	1	0.1%
0.546885	1	0.1%
0.563548	1	0.1%
0.564492	1	0.1%
0.568996	1	0.1%
0.581173	1	0.1%
0.582429	1	0.1%
0.582815	1	0.1%

Value	Count	Frequency (%)
0.997904	1	0.1%
0.995539	1	0.1%
0.995408	1	0.1%
0.994666	1	0.1%
0.99452	1	0.1%
0.993781	1	0.1%
0.993604	1	0.1%
0.99349	1	0.1%
0.992142	1	0.1%
0.988399	1	0.1%

13
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1035
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2313785685
Minimum	0.002106
Maximum	0.869277
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.002106
5-th percentile	0.03318455
Q1	0.12689025
median	0.206196
Q3	0.297583
95-th percentile	0.54161045
Maximum	0.869277
Range	0.867171
Interquartile range (IQR)	0.17069275

Descriptive statistics

Standard deviation	0.1512830196
Coefficient of variation (CV)	0.6538333287
Kurtosis	1.966692026
Mean	0.2313785685
Median Absolute Deviation (MAD)	0.0857355
Skewness	1.225493919
Sum	240.6337112
Variance	0.02288655203
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.215902	2	0.2%
0.24888	2	0.2%
0.132632	2	0.2%
0.066758	2	0.2%
0.239417	2	0.2%
0.285167	1	0.1%
0.117229	1	0.1%
0.295308	1	0.1%
0.216842	1	0.1%
0.252565	1	0.1%
0.15359	1	0.1%
0.228363	1	0.1%
0.122766	1	0.1%
0.092939	1	0.1%
0.31696	1	0.1%
0.160955	1	0.1%
0.141822	1	0.1%
0.331207	1	0.1%
0.196957	1	0.1%
0.215229	1	0.1%
0.211913	1	0.1%
0.10614	1	0.1%
0.043428	1	0.1%
0.192378	1	0.1%
0.105903	1	0.1%
Other values (1010)	1010	97.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.002106	1	0.1%
0.00464	1	0.1%
0.00474	1	0.1%
0.005376	1	0.1%
0.006656	1	0.1%
0.006659	1	0.1%
0.007043	1	0.1%
0.008542	1	0.1%
0.010243	1	0.1%
0.011848	1	0.1%

Value	Count	Frequency (%)
0.869277	1	0.1%
0.855855	1	0.1%
0.843477	1	0.1%
0.833395	1	0.1%
0.79551	1	0.1%
0.782941	1	0.1%
0.770709	1	0.1%
0.765787	1	0.1%
0.759623	1	0.1%
0.747565	1	0.1%

14
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	993
Distinct (%)	95.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.999541692
Minimum	0.695
Maximum	28.418
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.695
5-th percentile	3.4478
Q1	7.51025
median	9.638
Q3	12.08725
95-th percentile	18.0511
Maximum	28.418
Range	27.723
Interquartile range (IQR)	4.577

Descriptive statistics

Standard deviation	4.29130402
Coefficient of variation (CV)	0.4291500703
Kurtosis	2.070206163
Mean	9.999541692
Median Absolute Deviation (MAD)	2.254
Skewness	0.9185556738
Sum	10399.52336
Variance	18.4152902
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.059	3	0.3%
10.526	3	0.3%
12.4	3	0.3%
8.941	3	0.3%
8.445	2	0.2%
9.076	2	0.2%
12.385	2	0.2%
11.232	2	0.2%
10.651	2	0.2%
9.228	2	0.2%
12.657	2	0.2%
10.82	2	0.2%
7.993	2	0.2%
9.447	2	0.2%
10.747	2	0.2%
11.267	2	0.2%
9.554	2	0.2%
5.9	2	0.2%
17.062	2	0.2%
12.651	2	0.2%
8.417	2	0.2%
8.235	2	0.2%
8.367	2	0.2%
11.476	2	0.2%
12.59	2	0.2%
Other values (968)	986	94.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.695	1	0.1%
0.774	1	0.1%
0.775	1	0.1%
0.82	1	0.1%
1.133	1	0.1%
1.134	1	0.1%
1.219	1	0.1%
1.464	1	0.1%
1.498	1	0.1%
1.503	1	0.1%

Value	Count	Frequency (%)
28.418	1	0.1%
26.911	1	0.1%
26.446	1	0.1%
26.22	1	0.1%
26.153	1	0.1%
26.007	1	0.1%
25.979	1	0.1%
25.963	1	0.1%
25.862	1	0.1%
25.722	1	0.1%

15
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1038
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	163.3682856
Minimum	81.46
Maximum	468.618
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	81.46
5-th percentile	99.9477
Q1	124.07575
median	150.636
Q3	192.47675
95-th percentile	249.04805
Maximum	468.618
Range	387.158
Interquartile range (IQR)	68.401

Descriptive statistics

Standard deviation	56.02167794
Coefficient of variation (CV)	0.3429164831
Kurtosis	6.693518819
Mean	163.3682856
Median Absolute Deviation (MAD)	32.9025
Skewness	1.932568189
Sum	169903.017
Variance	3138.428399
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100.806	2	0.2%
127.641	2	0.2%
322.543	1	0.1%
180.24	1	0.1%
145.167	1	0.1%
235.735	1	0.1%
111.313	1	0.1%
109.028	1	0.1%
200.523	1	0.1%
232.356	1	0.1%
176.056	1	0.1%
151.611	1	0.1%
113.276	1	0.1%
129.815	1	0.1%
141.389	1	0.1%
129.727	1	0.1%
190.071	1	0.1%
97.13	1	0.1%
165.116	1	0.1%
126.179	1	0.1%
148.883	1	0.1%
123.528	1	0.1%
211.747	1	0.1%
212.002	1	0.1%
119.722	1	0.1%
Other values (1013)	1013	97.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
81.46	1	0.1%
83.085	1	0.1%
85.322	1	0.1%
85.65	1	0.1%
85.857	1	0.1%
89.807	1	0.1%
89.85	1	0.1%
89.951	1	0.1%
90.519	1	0.1%
90.692	1	0.1%

Value	Count	Frequency (%)
468.618	1	0.1%
467.963	1	0.1%
466.999	1	0.1%
466.647	1	0.1%
454.088	1	0.1%
446.381	1	0.1%
429.972	1	0.1%
429.845	1	0.1%
428.933	1	0.1%
428.637	1	0.1%

16
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1037
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	168.7276206
Minimum	82.363
Maximum	470.456
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	82.363
5-th percentile	102.7108
Q1	126.59475
median	154.7325
Q3	201.2205
95-th percentile	261.0369
Maximum	470.456
Range	388.093
Interquartile range (IQR)	74.62575

Descriptive statistics

Standard deviation	55.9699128
Coefficient of variation (CV)	0.3317175493
Kurtosis	3.608267657
Mean	168.7276206
Median Absolute Deviation (MAD)	33.741
Skewness	1.42881188
Sum	175476.7254
Variance	3132.631139
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
201.122	2	0.2%
149.682	2	0.2%
108.62	2	0.2%
142.543	1	0.1%
222.121	1	0.1%
210.315	1	0.1%
184.889	1	0.1%
163.933	1	0.1%
168.185	1	0.1%
127.638	1	0.1%
140.746	1	0.1%
153.1	1	0.1%
251.4	1	0.1%
164.896	1	0.1%
153.994	1	0.1%
154.441	1	0.1%
170.611	1	0.1%
104.12	1	0.1%
129.796	1	0.1%
166.696	1	0.1%
190.595	1	0.1%
225.724	1	0.1%
185.275	1	0.1%
206.26	1	0.1%
144.605	1	0.1%
Other values (1012)	1012	97.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
82.363	1	0.1%
83.418	1	0.1%
85.567	1	0.1%
87.363	1	0.1%
87.749	1	0.1%
87.985	1	0.1%
88.272	1	0.1%
90.61	1	0.1%
91.245	1	0.1%
93.248	1	0.1%

Value	Count	Frequency (%)
470.456	1	0.1%
447.298	1	0.1%
444.355	1	0.1%
440.334	1	0.1%
439.98	1	0.1%
425.761	1	0.1%
418.596	1	0.1%
388.178	1	0.1%
385.167	1	0.1%
368.745	1	0.1%

17
Real number (ℝ_≥0)

Distinct	1029
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	27.54762931
Minimum	0.533
Maximum	293.877
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.533
5-th percentile	2.97195
Q1	7.2955
median	12.7735
Q3	27.553
95-th percentile	116.09875
Maximum	293.877
Range	293.344
Interquartile range (IQR)	20.2575

Descriptive statistics

Standard deviation	36.67262401
Coefficient of variation (CV)	1.331244282
Kurtosis	6.855614975
Mean	27.54762931
Median Absolute Deviation (MAD)	7.3395
Skewness	2.472974216
Sum	28649.53448
Variance	1344.881351
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.865	2	0.2%
33.31	2	0.2%
4.823	2	0.2%
6.934	2	0.2%
7.788	2	0.2%
4.003	2	0.2%
7.856	2	0.2%
8.028	2	0.2%
9.181	2	0.2%
0.89	2	0.2%
10.128	2	0.2%
10.002	1	0.1%
9.536	1	0.1%
20.743	1	0.1%
105.48	1	0.1%
3.641	1	0.1%
32.66	1	0.1%
33.315	1	0.1%
12.386	1	0.1%
29.468	1	0.1%
30.755	1	0.1%
1.316	1	0.1%
2.626	1	0.1%
9.184	1	0.1%
4.158	1	0.1%
Other values (1004)	1004	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.533	1	0.1%
0.626	1	0.1%
0.631	1	0.1%
0.89	2	0.2%
0.953	1	0.1%
1.083	1	0.1%
1.096	1	0.1%
1.255	1	0.1%
1.276	1	0.1%
1.316	1	0.1%

Value	Count	Frequency (%)
293.877	1	0.1%
235.224	1	0.1%
190.753	1	0.1%
188.464	1	0.1%
175.376	1	0.1%
174.582	1	0.1%
166.448	1	0.1%
162.396	1	0.1%
160.622	1	0.1%
158.552	1	0.1%

18
Real number (ℝ_≥0)

Distinct	1037
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	134.5381008
Minimum	67.957
Maximum	452.083
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	67.957
5-th percentile	79.86435
Q1	100.85225
median	127.277
Q3	159.66475
95-th percentile	210.858
Maximum	452.083
Range	384.126
Interquartile range (IQR)	58.8125

Descriptive statistics

Standard deviation	47.05805827
Coefficient of variation (CV)	0.3497749559
Kurtosis	9.34135773
Mean	134.5381008
Median Absolute Deviation (MAD)	28.3155
Skewness	2.145475474
Sum	139919.6248
Variance	2214.460848
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
129.825	2	0.2%
118.564	2	0.2%
75.458	2	0.2%
157.951	1	0.1%
108.178	1	0.1%
150.146	1	0.1%
133.798	1	0.1%
93.223	1	0.1%
169.74	1	0.1%
144.62	1	0.1%
150.611	1	0.1%
132.519	1	0.1%
180.815	1	0.1%
94.052	1	0.1%
209.727	1	0.1%
229.685	1	0.1%
114.716	1	0.1%
104.414	1	0.1%
122.999	1	0.1%
117.877	1	0.1%
100.868	1	0.1%
91.278	1	0.1%
79.778	1	0.1%
148.002	1	0.1%
124.972	1	0.1%
Other values (1012)	1012	97.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
67.957	1	0.1%
70.502	1	0.1%
71.166	1	0.1%
71.591	1	0.1%
74.406	1	0.1%
74.76	1	0.1%
74.798	1	0.1%
74.841	1	0.1%
74.882	1	0.1%
74.952	1	0.1%

Value	Count	Frequency (%)
452.083	1	0.1%
440.262	1	0.1%
428.155	1	0.1%
419.815	1	0.1%
417.249	1	0.1%
408.521	1	0.1%
393.861	1	0.1%
378.502	1	0.1%
326.551	1	0.1%
310.747	1	0.1%

19
Real number (ℝ_≥0)

Distinct	1038
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	234.8759899
Minimum	85.541
Maximum	597.974
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	85.541
5-th percentile	112.25365
Q1	143.65075
median	195.971
Q3	263.79825
95-th percentile	493.90115
Maximum	597.974
Range	512.433
Interquartile range (IQR)	120.1475

Descriptive statistics

Standard deviation	121.5412428
Coefficient of variation (CV)	0.5174698481
Kurtosis	0.06208343118
Mean	234.8759899
Median Absolute Deviation (MAD)	56.2665
Skewness	1.153446429
Sum	244271.0295
Variance	14772.2737
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
136.102	2	0.2%
142.985	2	0.2%
315.902	1	0.1%
155.315	1	0.1%
203.072	1	0.1%
172.685	1	0.1%
136.638	1	0.1%
149.1	1	0.1%
122.45	1	0.1%
236.401	1	0.1%
238.611	1	0.1%
217.788	1	0.1%
112.692	1	0.1%
101.218	1	0.1%
493.983	1	0.1%
254.963	1	0.1%
130.552	1	0.1%
130.24	1	0.1%
490.249	1	0.1%
322.278	1	0.1%
495.399	1	0.1%
162.874	1	0.1%
483.311	1	0.1%
171.564	1	0.1%
229.299	1	0.1%
Other values (1013)	1013	97.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
85.541	1	0.1%
87.498	1	0.1%
94.915	1	0.1%
96.766	1	0.1%
97.639	1	0.1%
98.754	1	0.1%
100.01	1	0.1%
100.439	1	0.1%
101.218	1	0.1%
101.68	1	0.1%

Value	Count	Frequency (%)
597.974	1	0.1%
526.41	1	0.1%
507.006	1	0.1%
506.094	1	0.1%
504.988	1	0.1%
504.69	1	0.1%
502.013	1	0.1%
501.414	1	0.1%
500	1	0.1%
499.942	1	0.1%

20
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	274
Distinct (%)	26.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	109.7442308
Minimum	0
Maximum	1490
Zeros	1
Zeros (%)	0.1%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	23
Q1	42.75
median	65
Q3	113
95-th percentile	324.3
Maximum	1490
Range	1490
Interquartile range (IQR)	70.25

Descriptive statistics

Standard deviation	150.0277035
Coefficient of variation (CV)	1.367066883
Kurtosis	30.51672699
Mean	109.7442308
Median Absolute Deviation (MAD)	29
Skewness	4.824324761
Sum	114134
Variance	22508.3118
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	18	1.7%
43	17	1.6%
40	17	1.6%
44	17	1.6%
50	16	1.5%
33	15	1.4%
60	15	1.4%
32	15	1.4%
41	15	1.4%
46	15	1.4%
48	13	1.2%
54	13	1.2%
59	13	1.2%
56	13	1.2%
64	13	1.2%
66	13	1.2%
42	13	1.2%
63	12	1.2%
55	12	1.2%
38	12	1.2%
37	12	1.2%
36	12	1.2%
31	12	1.2%
35	11	1.1%
39	11	1.1%
Other values (249)	695	66.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
5	1	0.1%
6	3	0.3%
8	1	0.1%
9	1	0.1%
10	1	0.1%
11	5	0.5%
12	1	0.1%
13	6	0.6%
14	1	0.1%

Value	Count	Frequency (%)
1490	1	0.1%
1484	1	0.1%
1431	1	0.1%
1220	1	0.1%
1062	1	0.1%
1060	1	0.1%
1032	1	0.1%
939	1	0.1%
889	1	0.1%
861	1	0.1%

21
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	270
Distinct (%)	26.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	105.9692308
Minimum	0
Maximum	1489
Zeros	1
Zeros (%)	0.1%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	21
Q1	40.75
median	62
Q3	109
95-th percentile	311.35
Maximum	1489
Range	1489
Interquartile range (IQR)	68.25

Descriptive statistics

Standard deviation	149.417074
Coefficient of variation (CV)	1.410004328
Kurtosis	31.25794439
Mean	105.9692308
Median Absolute Deviation (MAD)	28.5
Skewness	4.899788793
Sum	110208
Variance	22325.462
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	21	2.0%
38	20	1.9%
45	18	1.7%
41	18	1.7%
34	17	1.6%
43	16	1.5%
57	15	1.4%
59	15	1.4%
30	15	1.4%
49	15	1.4%
44	14	1.3%
42	14	1.3%
33	14	1.3%
32	14	1.3%
27	14	1.3%
40	12	1.2%
35	12	1.2%
56	12	1.2%
25	12	1.2%
28	12	1.2%
39	11	1.1%
65	11	1.1%
63	11	1.1%
62	11	1.1%
52	11	1.1%
Other values (245)	685	65.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
4	1	0.1%
5	3	0.3%
7	3	0.3%
10	5	0.5%
11	3	0.3%
12	4	0.4%
13	1	0.1%
14	5	0.5%
15	2	0.2%

Value	Count	Frequency (%)
1489	1	0.1%
1483	1	0.1%
1427	1	0.1%
1219	1	0.1%
1061	1	0.1%
1058	1	0.1%
1031	1	0.1%
938	1	0.1%
886	1	0.1%
857	1	0.1%

22
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	1040
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.006546608328
Minimum	0.002038552
Maximum	0.012070196
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0.002038552
5-th percentile	0.0038864251
Q1	0.00503901
median	0.0064844075
Q3	0.00792327325
95-th percentile	0.0097541543
Maximum	0.012070196
Range	0.010031644
Interquartile range (IQR)	0.00288426325

Descriptive statistics

Standard deviation	0.001875313408
Coefficient of variation (CV)	0.2864557208
Kurtosis	-0.5599689089
Mean	0.006546608328
Median Absolute Deviation (MAD)	0.0014444175
Skewness	0.278713315
Sum	6.808472661
Variance	3.516800376e-06
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.005232959	1	0.1%
0.006055284	1	0.1%
0.006129263	1	0.1%
0.007221305	1	0.1%
0.005473149	1	0.1%
0.012061079	1	0.1%
0.00510528	1	0.1%
0.009251078	1	0.1%
0.00348529	1	0.1%
0.005775406	1	0.1%
0.007342534	1	0.1%
0.006686697	1	0.1%
0.007935545	1	0.1%
0.005703433	1	0.1%
0.007353047	1	0.1%
0.003872632	1	0.1%
0.004717576	1	0.1%
0.005342063	1	0.1%
0.003375361	1	0.1%
0.006724687	1	0.1%
0.004443807	1	0.1%
0.006823563	1	0.1%
0.007405345	1	0.1%
0.006389691	1	0.1%
0.003140376	1	0.1%
Other values (1015)	1015	97.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.002038552	1	0.1%
0.00221069	1	0.1%
0.002372756	1	0.1%
0.00241431	1	0.1%
0.002441694	1	0.1%
0.002507541	1	0.1%
0.002514062	1	0.1%
0.00254919	1	0.1%
0.002615156	1	0.1%
0.002690615	1	0.1%

Value	Count	Frequency (%)
0.012070196	1	0.1%
0.012061079	1	0.1%
0.011777946	1	0.1%
0.011625196	1	0.1%
0.011483009	1	0.1%
0.011458629	1	0.1%
0.011359565	1	0.1%
0.011338179	1	0.1%
0.011059325	1	0.1%
0.01084568	1	0.1%

23
Real number (ℝ_≥0)

Distinct	1039
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0008425290702
Minimum	5.5347e-05
Maximum	0.006371201
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	5.5347e-05
5-th percentile	0.0001595695
Q1	0.00040441625
median	0.0006437595
Q3	0.000979559
95-th percentile	0.00231413495
Maximum	0.006371201
Range	0.006315854
Interquartile range (IQR)	0.00057514275

Descriptive statistics

Standard deviation	0.000723069047
Coefficient of variation (CV)	0.8582125799
Kurtosis	7.659043126
Mean	0.0008425290702
Median Absolute Deviation (MAD)	0.000269338
Skewness	2.364283851
Sum	0.876230233
Variance	5.228288467e-07
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.000305656	2	0.2%
0.000355769	1	0.1%
0.000756328	1	0.1%
0.000258082	1	0.1%
0.000635445	1	0.1%
0.000869659	1	0.1%
0.000713945	1	0.1%
0.000474404	1	0.1%
0.000802143	1	0.1%
0.000682572	1	0.1%
0.000216478	1	0.1%
0.000463527	1	0.1%
0.000446202	1	0.1%
0.000732128	1	0.1%
0.000582159	1	0.1%
0.003155383	1	0.1%
0.000770273	1	0.1%
0.000461365	1	0.1%
0.000187458	1	0.1%
0.000237892	1	0.1%
6.8338e-05	1	0.1%
0.000328667	1	0.1%
0.000185569	1	0.1%
0.00056833	1	0.1%
0.00087298	1	0.1%
Other values (1014)	1014	97.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.5347e-05	1	0.1%
5.7156e-05	1	0.1%
5.8268e-05	1	0.1%
5.9931e-05	1	0.1%
6.4018e-05	1	0.1%
6.4859e-05	1	0.1%
6.5708e-05	1	0.1%
6.7081e-05	1	0.1%
6.7184e-05	1	0.1%
6.8338e-05	1	0.1%

Value	Count	Frequency (%)
0.006371201	1	0.1%
0.004474931	1	0.1%
0.004264125	1	0.1%
0.004217184	1	0.1%
0.004074831	1	0.1%
0.004071848	1	0.1%
0.004053183	1	0.1%
0.003778788	1	0.1%
0.003767566	1	0.1%
0.00366318	1	0.1%

24
Real number (ℝ_≥0)

ZEROS

Distinct	669
Distinct (%)	64.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	27.68285577
Minimum	0
Maximum	88.158
Zeros	119
Zeros (%)	11.4%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8.14925
median	26.501
Q3	43.06425
95-th percentile	64.8332
Maximum	88.158
Range	88.158
Interquartile range (IQR)	34.915

Descriptive statistics

Standard deviation	20.9752942
Coefficient of variation (CV)	0.7576997973
Kurtosis	-0.726864967
Mean	27.68285577
Median Absolute Deviation (MAD)	17.572
Skewness	0.3738948356
Sum	28790.17
Variance	439.962967
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	119	11.4%
33.333	9	0.9%
50	9	0.9%
25	6	0.6%
28.571	6	0.6%
40	6	0.6%
20	6	0.6%
29.412	5	0.5%
21.739	5	0.5%
11.111	5	0.5%
35	5	0.5%
41.667	4	0.4%
23.077	4	0.4%
4.545	4	0.4%
37.5	4	0.4%
52.174	4	0.4%
16.667	4	0.4%
18.182	4	0.4%
4	4	0.4%
42.105	4	0.4%
7.143	4	0.4%
35.714	3	0.3%
45.238	3	0.3%
13.462	3	0.3%
38.298	3	0.3%
Other values (644)	807	77.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	119	11.4%
0.159	1	0.1%
0.179	1	0.1%
0.206	1	0.1%
0.209	1	0.1%
0.225	1	0.1%
0.313	1	0.1%
0.351	1	0.1%
0.498	1	0.1%
0.508	1	0.1%

Value	Count	Frequency (%)
88.158	1	0.1%
86.885	1	0.1%
85	3	0.3%
81.818	1	0.1%
81.356	1	0.1%
78.082	1	0.1%
77.778	1	0.1%
77.612	1	0.1%
77.193	1	0.1%
76.316	1	0.1%

25
Real number (ℝ_≥0)

ZEROS

Distinct	13
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.134615385
Minimum	0
Maximum	12
Zeros	446
Zeros (%)	42.9%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	5
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.614764007
Coefficient of variation (CV)	1.423181836
Kurtosis	8.802313626
Mean	1.134615385
Median Absolute Deviation (MAD)	1
Skewness	2.547135226
Sum	1180
Variance	2.607462797
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	446	42.9%
1	351	33.8%
2	115	11.1%
3	39	3.8%
4	32	3.1%
5	27	2.6%
6	15	1.4%
7	7	0.7%
11	3	0.3%
8	2	0.2%
12	1	0.1%
10	1	0.1%
9	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	446	42.9%
1	351	33.8%
2	115	11.1%
3	39	3.8%
4	32	3.1%
5	27	2.6%
6	15	1.4%
7	7	0.7%
8	2	0.2%
9	1	0.1%

Value	Count	Frequency (%)
12	1	0.1%
11	3	0.3%
10	1	0.1%
9	1	0.1%
8	2	0.2%
7	7	0.7%
6	15	1.4%
5	27	2.6%
4	32	3.1%
3	39	3.8%

26
Real number (ℝ_≥0)

ZEROS

Distinct	594
Distinct (%)	57.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.37004231
Minimum	0
Maximum	69.117
Zeros	446
Zeros (%)	42.9%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5.826
Q3	22.2555
95-th percentile	42.94765
Maximum	69.117
Range	69.117
Interquartile range (IQR)	22.2555

Descriptive statistics

Standard deviation	15.16191604
Coefficient of variation (CV)	1.225696377
Kurtosis	0.6176791106
Mean	12.37004231
Median Absolute Deviation (MAD)	5.826
Skewness	1.170790407
Sum	12864.844
Variance	229.883698
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	446	42.9%
25.302	2	0.2%
31.699	1	0.1%
21.66	1	0.1%
20.456	1	0.1%
25.546	1	0.1%
68.47	1	0.1%
14.808	1	0.1%
0.985	1	0.1%
4.488	1	0.1%
5.902	1	0.1%
15.516	1	0.1%
26.09	1	0.1%
8.646	1	0.1%
27.673	1	0.1%
22.612	1	0.1%
29.323	1	0.1%
56.711	1	0.1%
14.436	1	0.1%
8.775	1	0.1%
16.623	1	0.1%
10.936	1	0.1%
2.332	1	0.1%
30.846	1	0.1%
30.704	1	0.1%
Other values (569)	569	54.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	446	42.9%
0.178	1	0.1%
0.189	1	0.1%
0.59	1	0.1%
0.614	1	0.1%
0.676	1	0.1%
0.687	1	0.1%
0.768	1	0.1%
0.985	1	0.1%
1.394	1	0.1%

Value	Count	Frequency (%)
69.117	1	0.1%
68.47	1	0.1%
63.377	1	0.1%
60.298	1	0.1%
60.021	1	0.1%
59.733	1	0.1%
58.39	1	0.1%
57.479	1	0.1%
56.711	1	0.1%
56.694	1	0.1%

27
Real number (ℝ_≥0)

Distinct	15
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13
Minimum	1
Maximum	55
Zeros	0
Zeros (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	23.25
95-th percentile	46
Maximum	55
Range	54
Interquartile range (IQR)	22.25

Descriptive statistics

Standard deviation	15.89474523
Coefficient of variation (CV)	1.22267271
Kurtosis	-0.08857743198
Mean	13
Median Absolute Deviation (MAD)	2
Skewness	1.089790389
Sum	13520
Variance	252.6429259
Monotocity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	520	50.0%
5	78	7.5%
46	52	5.0%
40	52	5.0%
32	52	5.0%
23	52	5.0%
55	26	2.5%
31	26	2.5%
26	26	2.5%
24	26	2.5%
20	26	2.5%
16	26	2.5%
12	26	2.5%
11	26	2.5%
8	26	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	520	50.0%
5	78	7.5%
8	26	2.5%
11	26	2.5%
12	26	2.5%
16	26	2.5%
20	26	2.5%
23	52	5.0%
24	26	2.5%
26	26	2.5%

Value	Count	Frequency (%)
55	26	2.5%
46	52	5.0%
40	52	5.0%
32	52	5.0%
31	26	2.5%
26	26	2.5%
24	26	2.5%
23	52	5.0%
20	26	2.5%
16	26	2.5%

28
Boolean

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.2 KiB

1	520
0	520

Common Values
Chart

Value	Count	Frequency (%)
1	520	50.0%
0	520	50.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	0	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28
0	1	1.488	0.000090	0.900	0.794	2.699	8.334	0.779	4.517	4.609	6.802	13.551	0.905905	0.119116	11.130	166.533	164.781	10.421	142.229	187.576	160	159	0.006065	0.000416	0.000	0	0.000	23	1
1	1	0.728	0.000038	0.353	0.376	1.059	5.864	0.642	2.058	3.180	7.194	6.175	0.951285	0.066758	17.403	195.252	193.289	14.773	159.515	234.505	170	169	0.005181	0.000403	2.247	0	0.000	23	1
2	1	1.220	0.000074	0.732	0.670	2.196	8.719	0.875	4.347	5.166	7.548	13.040	0.911508	0.109983	12.212	158.689	164.768	12.981	146.445	211.442	1431	1427	0.006071	0.000474	10.656	1	0.178	23	1
3	1	2.502	0.000123	1.156	1.634	3.469	13.513	1.273	5.263	8.771	16.779	15.789	0.901302	0.121982	11.384	201.997	203.471	10.853	182.713	220.230	94	92	0.004910	0.000320	0.000	0	0.000	23	1
4	1	3.509	0.000167	1.715	1.539	5.145	9.112	1.040	3.102	4.927	12.823	9.307	0.856907	0.236831	10.653	211.887	208.440	11.499	182.821	225.162	117	114	0.004757	0.000380	18.182	1	13.318	23	1
5	1	2.470	0.000126	1.358	1.341	4.075	10.696	1.256	5.262	7.076	9.199	15.787	0.897708	0.152955	11.987	195.952	195.222	4.692	186.593	202.812	74	73	0.005118	0.000187	23.214	0	0.000	23	1
6	1	1.583	0.000082	0.768	0.864	2.303	9.057	1.070	3.794	5.158	7.670	11.381	0.935717	0.078695	13.705	195.535	192.316	7.512	177.299	200.638	85	84	0.005199	0.000245	4.348	0	0.000	23	1
7	1	1.920	0.000099	0.926	1.031	2.777	10.184	1.108	3.650	4.611	7.127	10.951	0.898598	0.147518	12.400	196.745	194.284	5.979	181.465	201.921	71	70	0.005137	0.000215	33.929	0	0.000	23	1
8	1	2.257	0.000119	1.239	1.530	3.716	8.044	0.877	3.449	4.239	7.654	10.346	0.877616	0.217236	12.831	191.345	185.423	21.878	86.139	210.523	107	104	0.005282	0.000348	15.152	2	9.810	23	1
9	1	1.594	0.000085	0.850	0.951	2.550	7.200	0.823	2.480	3.826	9.228	7.440	0.917596	0.112336	14.039	190.838	187.775	10.087	166.895	203.133	113	112	0.005335	0.000332	0.000	0	0.000	23	1

Last rows

	0	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27
1030	40	4.340	0.000285	1.924	2.288	5.772	13.003	1.325	5.473	8.701	14.452	16.418	0.807294	0.325352	8.445	144.820	153.038	22.658	99.126	207.647	246	238	0.006576	0.001011	34.426	5	34.510	1
1031	40	7.038	0.000508	3.070	2.795	9.210	19.951	1.671	10.595	14.703	22.377	31.785	0.713318	0.458575	4.468	135.115	136.638	17.066	75.966	178.374	45	42	0.007222	0.000932	13.514	1	8.920	1
1032	40	1.997	0.000159	0.872	0.882	2.615	14.287	1.253	6.732	7.874	13.800	20.197	0.928801	0.083560	12.718	122.755	125.759	10.002	110.663	142.985	54	53	0.007956	0.000650	13.462	0	0.000	1
1033	40	4.995	0.000399	2.643	2.105	7.928	13.251	1.245	6.796	7.201	10.828	20.387	0.773256	0.336354	6.050	123.293	126.585	10.132	97.546	142.985	56	52	0.007985	0.000695	25.806	1	13.716	1
1034	40	1.917	0.000154	0.589	0.851	1.766	14.416	1.414	5.304	7.770	19.072	15.911	0.875075	0.191292	10.734	127.337	126.480	19.488	74.975	152.730	65	63	0.008009	0.001527	5.769	1	4.104	1
1035	40	5.127	0.000398	2.721	2.510	8.162	9.846	0.965	4.593	6.806	8.303	13.780	0.754472	0.430569	6.798	126.492	130.350	14.387	96.145	158.591	63	60	0.007766	0.001066	24.194	2	15.113	1
1036	40	1.757	0.000133	0.808	0.690	2.425	7.571	0.740	2.720	3.927	11.928	8.160	0.880775	0.160787	11.216	128.142	132.244	7.140	121.490	143.797	47	44	0.007561	0.000430	46.053	1	25.792	1
1037	40	2.912	0.000226	1.141	1.266	3.423	15.489	1.456	6.433	10.138	14.239	19.300	0.883146	0.161736	11.035	129.727	128.388	13.593	95.921	149.641	79	77	0.007767	0.000881	20.000	1	4.574	1
1038	40	3.788	0.000275	1.786	1.484	5.359	15.702	1.367	6.374	11.094	18.818	19.123	0.765474	0.423034	6.583	126.131	135.943	46.764	90.051	451.366	75	70	0.007257	0.001714	16.667	3	19.575	1
1039	40	1.809	0.000149	0.680	0.843	2.040	7.881	0.782	2.690	4.543	11.073	8.069	0.925554	0.097481	13.472	119.260	121.630	8.028	108.144	137.546	62	60	0.008211	0.000566	18.182	1	3.387	1

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows